{"id":"W103161832","doi":"","title":"Optimizing Use of Reclaimed Asphalt Pavement in Flexible Pavements in Ontario","year":2009,"lang":"en","type":"article","venue":"","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asphalt pavement; Christian ministry; Asphalt; Engineering; Rut; Environmentally friendly; Transport engineering; Civil engineering; Waste management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003878617,0.0001556262,0.0002148494,0.0003068131,0.00001441924,0.00001847287,0.0001050348,0.00005920449,0.0004305623],"category_scores_gemma":[0.000008874254,0.0001649726,0.00003063413,0.0002963813,0.000008309555,0.0005836097,0.00001919523,0.0001751824,0.00001986658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007196561,"about_ca_system_score_gemma":0.00004941085,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005077141,"about_ca_topic_score_gemma":0.05322698,"domain_scores_codex":[0.9986043,0.00002142453,0.0005868083,0.0001683248,0.0002965223,0.0003225984],"domain_scores_gemma":[0.9996402,0.00002244175,0.00005175821,0.000215287,0.00002680481,0.00004347969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002586058,0.0002140642,0.1270882,0.00004259358,0.00002272004,0.000005925944,0.002049472,0.8336175,0.02346729,0.0002308914,0.0002822622,0.01295324],"study_design_scores_gemma":[0.002809291,0.0002661201,0.5031195,0.0002976297,0.00001480632,5.702838e-7,0.000163053,0.2957521,0.195412,0.0002719365,0.00143847,0.0004545399],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991379,0.00003742127,0.002840915,0.00003523099,0.0001442505,0.0004579266,7.383458e-7,0.00008966688,0.005014861],"genre_scores_gemma":[0.9864989,0.00004193557,0.01246124,0.0001258501,0.000009849708,0.00002547275,0.0000217962,0.00001371943,0.0008012553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5378654,"threshold_uncertainty_score":0.9640492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05609517813574193,"score_gpt":0.262413046469636,"score_spread":0.206317868333894,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}